White shark (Carcharodon carcharias), Thinned satellite data (PSAT and SPOT), All pseudo-absence/background points, Full extent, all covariates (u and v become vel_mag), evaluated using accuracy
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max |
|---|---|---|---|---|
| rf | 0.9512780 | 0.9758702 | 0.9981796 | 0.9696641 |
| bt | 0.7659744 | 0.9772684 | 0.7636706 | 0.4327140 |
| maxnet | 0.6900958 | 0.9638987 | 0.7953624 | 0.4587899 |
| gam | 0.7763578 | NA | NA | NA |
| glm | 0.7555911 | NA | NA | NA |
Variable Importance
